Pandas Profiling Report

Dataset statistics

Number of variables	12
Number of observations	5441488
Missing cells	498145
Missing cells (%)	0.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	498.2 MiB
Average record size in memory	96.0 B

Variable types

Numeric	7
Categorical	5

Alerts

`filename` has a high cardinality: 2240 distinct values	High cardinality
`sha256` has a high cardinality: 855521 distinct values	High cardinality
`imp_hash` has a high cardinality: 147702 distinct values	High cardinality
`sec_md5` has a high cardinality: 1611716 distinct values	High cardinality
`sec_name` has a high cardinality: 19779 distinct values	High cardinality
`Unnamed: 0` is highly correlated with `win_count`	High correlation
`win_count` is highly correlated with `Unnamed: 0`	High correlation
`sec_chi2` is highly correlated with `raw_size`	High correlation
`sec_entropy` is highly correlated with `raw_size` and 1 other fields	High correlation
`raw_size` is highly correlated with `sec_chi2` and 2 other fields	High correlation
`virtual_size` is highly correlated with `sec_entropy` and 1 other fields	High correlation
`Unnamed: 0` is highly correlated with `win_count`	High correlation
`win_count` is highly correlated with `Unnamed: 0`	High correlation
`Unnamed: 0` is highly correlated with `win_count`	High correlation
`win_count` is highly correlated with `Unnamed: 0`	High correlation
`sec_chi2` is highly correlated with `raw_size`	High correlation
`sec_entropy` is highly correlated with `raw_size`	High correlation
`raw_size` is highly correlated with `sec_chi2` and 2 other fields	High correlation
`virtual_size` is highly correlated with `raw_size`	High correlation
`Unnamed: 0` is highly correlated with `win_count`	High correlation
`win_count` is highly correlated with `Unnamed: 0`	High correlation
`imp_hash` has 469426 (8.6%) missing values	Missing
`sec_chi2` is highly skewed (γ1 = 132.3276782)	Skewed
`raw_size` is highly skewed (γ1 = 267.9088872)	Skewed
`virtual_size` is highly skewed (γ1 = 249.1878453)	Skewed
`virtual_address` is highly skewed (γ1 = 62.57661845)	Skewed
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`sec_entropy` has 819427 (15.1%) zeros	Zeros
`raw_size` has 564952 (10.4%) zeros	Zeros

Reproduction

Analysis started	2022-08-08 01:37:53.468771
Analysis finished	2022-08-08 01:40:43.795211
Duration	2 minutes and 50.33 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	5441488
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2720743.5

Minimum	0
Maximum	5441487
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	41.5 MiB

Quantile statistics

Minimum	0
5-th percentile	272074.35
Q1	1360371.75
median	2720743.5
Q3	4081115.25
95-th percentile	5169412.65
Maximum	5441487
Range	5441487
Interquartile range (IQR)	2720743.5

Descriptive statistics

Standard deviation	1570822.425
Coefficient of variation (CV)	0.5773504283
Kurtosis	-1.2
Mean	2720743.5
Median Absolute Deviation (MAD)	1360372
Skewness	1.069900686 × 10^-15
Sum	1.480489311 × 10¹³
Variance	2.467483091 × 10¹²
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	< 0.1%
3627666	1	< 0.1%
3627664	1	< 0.1%
3627663	1	< 0.1%
3627662	1	< 0.1%
3627661	1	< 0.1%
3627660	1	< 0.1%
3627659	1	< 0.1%
3627658	1	< 0.1%
3627657	1	< 0.1%
Other values (5441478)	5441478	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
5441487	1	< 0.1%
5441486	1	< 0.1%
5441485	1	< 0.1%
5441484	1	< 0.1%
5441483	1	< 0.1%
5441482	1	< 0.1%
5441481	1	< 0.1%
5441480	1	< 0.1%
5441479	1	< 0.1%
5441478	1	< 0.1%

filename
Categorical

HIGH CARDINALITY

Distinct	2240
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	41.5 MiB

2022042601/2022042601_4	11887
2022042501/2022042501_7	11512
2022042600/2022042600_52	11173
2022042600/2022042600_49	11070
2022042501/2022042501_6	10947
Other values (2235)	5384899

Length

Max length	24
Median length	24
Mean length	23.82759899
Min length	23

Characters and Unicode

Total characters	129657594
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2022042404/2022042404_42
2nd row	2022042404/2022042404_42
3rd row	2022042404/2022042404_42
4th row	2022042404/2022042404_42
5th row	2022042404/2022042404_42

Common Values

Value	Count	Frequency (%)
2022042601/2022042601_4	11887	0.2%
2022042501/2022042501_7	11512	0.2%
2022042600/2022042600_52	11173	0.2%
2022042600/2022042600_49	11070	0.2%
2022042501/2022042501_6	10947	0.2%
2022042600/2022042600_51	10696	0.2%
2022042501/2022042501_5	10502	0.2%
2022042501/2022042501_8	10387	0.2%
2022042601/2022042601_3	10281	0.2%
2022042500/2022042500_56	9887	0.2%
Other values (2230)	5333146	98.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2022042601/2022042601_4	11887	0.2%
2022042501/2022042501_7	11512	0.2%
2022042600/2022042600_52	11173	0.2%
2022042600/2022042600_49	11070	0.2%
2022042501/2022042501_6	10947	0.2%
2022042600/2022042600_51	10696	0.2%
2022042501/2022042501_5	10502	0.2%
2022042501/2022042501_8	10387	0.2%
2022042601/2022042601_3	10281	0.2%
2022042500/2022042500_56	9887	0.2%
Other values (2230)	5333146	98.0%

Most occurring characters

Value	Count	Frequency (%)
2	47061339	36.3%
0	30974283	23.9%
4	18268536	14.1%
5	6377301	4.9%
1	5485215	4.2%
/	5441488	4.2%
_	5441488	4.2%
6	4891660	3.8%
3	2366854	1.8%
7	1215620	0.9%
Other values (2)	2133810	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	118774618	91.6%
Other Punctuation	5441488	4.2%
Connector Punctuation	5441488	4.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	47061339	39.6%
0	30974283	26.1%
4	18268536	15.4%
5	6377301	5.4%
1	5485215	4.6%
6	4891660	4.1%
3	2366854	2.0%
7	1215620	1.0%
9	1130226	1.0%
8	1003584	0.8%

Other Punctuation

Value	Count	Frequency (%)
/	5441488	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	5441488	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	129657594	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	47061339	36.3%
0	30974283	23.9%
4	18268536	14.1%
5	6377301	4.9%
1	5485215	4.2%
/	5441488	4.2%
_	5441488	4.2%
6	4891660	3.8%
3	2366854	1.8%
7	1215620	0.9%
Other values (2)	2133810	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	129657594	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	47061339	36.3%
0	30974283	23.9%
4	18268536	14.1%
5	6377301	4.9%
1	5485215	4.2%
/	5441488	4.2%
_	5441488	4.2%
6	4891660	3.8%
3	2366854	1.8%
7	1215620	0.9%
Other values (2)	2133810	1.6%

win_count
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	644138
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	282839.2168

Minimum	1
Maximum	654977
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	41.5 MiB

Quantile statistics

Minimum	1
5-th percentile	26637
Q1	134859
median	269821
Q3	401533
95-th percentile	604726
Maximum	654977
Range	654976
Interquartile range (IQR)	266674

Descriptive statistics

Standard deviation	176525.8264
Coefficient of variation (CV)	0.624120758
Kurtosis	-0.874147104
Mean	282839.2168
Median Absolute Deviation (MAD)	133395
Skewness	0.3200546027
Sum	1.539066204 × 10¹²
Variance	3.116136738 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
206546	68	< 0.1%
201570	65	< 0.1%
97642	63	< 0.1%
356302	62	< 0.1%
225279	62	< 0.1%
254791	61	< 0.1%
356614	60	< 0.1%
355558	60	< 0.1%
361801	60	< 0.1%
256996	60	< 0.1%
Other values (644128)	5440867	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	< 0.1%
2	10	< 0.1%
3	15	< 0.1%
4	17	< 0.1%
5	6	< 0.1%
6	12	< 0.1%
7	8	< 0.1%
8	14	< 0.1%
9	6	< 0.1%
10	10	< 0.1%

Value	Count	Frequency (%)
654977	7	< 0.1%
654976	3	< 0.1%
654975	2	< 0.1%
654974	3	< 0.1%
654973	3	< 0.1%
654972	5	< 0.1%
654971	5	< 0.1%
654970	3	< 0.1%
654969	1	< 0.1%
654968	7	< 0.1%

sha256
Categorical

HIGH CARDINALITY

Distinct	855521
Distinct (%)	15.7%
Missing	0
Missing (%)	0.0%
Memory size	41.5 MiB

fc8cc9c54ec536a6cb66d2fb7ce8f17dcc1b2de870be607d9337842eccc044ba	876
7fe5f6e0a05608a00acfedce0cd83c74de3813ed5910a53ae2679f985dcaf256	800
77980723f53e66234368e2db43fda4e640fcfae134dfdd57c62fb50fd53b2273	744
6d3fcefcf9130c19b1ae9538e8870c70c68903a20e7650a3038123bea0df7997	737
8af30534bd08c8caf960bae0e9fccb8d8e43428678bd771fdc7a5b55d85677ae	720
Other values (855516)	5437611

Length

Max length	64
Median length	64
Mean length	64
Min length	64

Characters and Unicode

Total characters	348255232
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10548 ?
Unique (%)	0.2%

Sample

1st row	6db890d533348b90363936295036e0e1063172632d1e5004919d6cf4c43383ea
2nd row	6db890d533348b90363936295036e0e1063172632d1e5004919d6cf4c43383ea
3rd row	6db890d533348b90363936295036e0e1063172632d1e5004919d6cf4c43383ea
4th row	ccd698a9d99763afd58a04cbd9b6d01612d6e8b15caf64b6034d31ce2920ca9e
5th row	ccd698a9d99763afd58a04cbd9b6d01612d6e8b15caf64b6034d31ce2920ca9e

Common Values

Value	Count	Frequency (%)
fc8cc9c54ec536a6cb66d2fb7ce8f17dcc1b2de870be607d9337842eccc044ba	876	< 0.1%
7fe5f6e0a05608a00acfedce0cd83c74de3813ed5910a53ae2679f985dcaf256	800	< 0.1%
77980723f53e66234368e2db43fda4e640fcfae134dfdd57c62fb50fd53b2273	744	< 0.1%
6d3fcefcf9130c19b1ae9538e8870c70c68903a20e7650a3038123bea0df7997	737	< 0.1%
8af30534bd08c8caf960bae0e9fccb8d8e43428678bd771fdc7a5b55d85677ae	720	< 0.1%
d18aa84b7bf0efde9c6b5db2a38ab1ec9484c59c5284c0bd080f5197bf9388b0	714	< 0.1%
74e0c5d03137d87fcb57f8bb3f2e16e6a540ee02acf11f9f38c688d4ce9ee65c	608	< 0.1%
e4632c0d05147e90c57b2a86d38a624a42fd337364b4eb9a4174a6ff919d2d2b	600	< 0.1%
9d5b4887dd3166f6284b3220de0c77136f3dc795f4d7e40711472f9f24b390f4	592	< 0.1%
8f6cc96686e671bc8f2d980f39ffe125517c4ce2407755289e52b19cdaee9961	584	< 0.1%
Other values (855511)	5434513	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
fc8cc9c54ec536a6cb66d2fb7ce8f17dcc1b2de870be607d9337842eccc044ba	876	< 0.1%
7fe5f6e0a05608a00acfedce0cd83c74de3813ed5910a53ae2679f985dcaf256	800	< 0.1%
77980723f53e66234368e2db43fda4e640fcfae134dfdd57c62fb50fd53b2273	744	< 0.1%
6d3fcefcf9130c19b1ae9538e8870c70c68903a20e7650a3038123bea0df7997	737	< 0.1%
8af30534bd08c8caf960bae0e9fccb8d8e43428678bd771fdc7a5b55d85677ae	720	< 0.1%
d18aa84b7bf0efde9c6b5db2a38ab1ec9484c59c5284c0bd080f5197bf9388b0	714	< 0.1%
74e0c5d03137d87fcb57f8bb3f2e16e6a540ee02acf11f9f38c688d4ce9ee65c	608	< 0.1%
e4632c0d05147e90c57b2a86d38a624a42fd337364b4eb9a4174a6ff919d2d2b	600	< 0.1%
9d5b4887dd3166f6284b3220de0c77136f3dc795f4d7e40711472f9f24b390f4	592	< 0.1%
8f6cc96686e671bc8f2d980f39ffe125517c4ce2407755289e52b19cdaee9961	584	< 0.1%
Other values (855511)	5434513	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	21872774	6.3%
6	21829713	6.3%
c	21789362	6.3%
2	21781361	6.3%
4	21775371	6.3%
f	21774608	6.3%
3	21767438	6.3%
1	21765881	6.2%
b	21748766	6.2%
7	21747877	6.2%
Other values (6)	130402081	37.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	217730936	62.5%
Lowercase Letter	130524296	37.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	21872774	10.0%
6	21829713	10.0%
2	21781361	10.0%
4	21775371	10.0%
3	21767438	10.0%
1	21765881	10.0%
7	21747877	10.0%
5	21744770	10.0%
9	21734287	10.0%
8	21711464	10.0%

Lowercase Letter

Value	Count	Frequency (%)
c	21789362	16.7%
f	21774608	16.7%
b	21748766	16.7%
e	21743736	16.7%
a	21739083	16.7%
d	21728741	16.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	217730936	62.5%
Latin	130524296	37.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	21872774	10.0%
6	21829713	10.0%
2	21781361	10.0%
4	21775371	10.0%
3	21767438	10.0%
1	21765881	10.0%
7	21747877	10.0%
5	21744770	10.0%
9	21734287	10.0%
8	21711464	10.0%

Latin

Value	Count	Frequency (%)
c	21789362	16.7%
f	21774608	16.7%
b	21748766	16.7%
e	21743736	16.7%
a	21739083	16.7%
d	21728741	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	348255232	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	21872774	6.3%
6	21829713	6.3%
c	21789362	6.3%
2	21781361	6.3%
4	21775371	6.3%
f	21774608	6.3%
3	21767438	6.3%
1	21765881	6.2%
b	21748766	6.2%
7	21747877	6.2%
Other values (6)	130402081	37.4%

imp_hash
Categorical

HIGH CARDINALITY
MISSING

Distinct	147702
Distinct (%)	3.0%
Missing	469426
Missing (%)	8.6%
Memory size	41.5 MiB

431cb9bbc479c64cb0d873043f4de547	256948
dae02f32a21e03ce65412f6e56942daa	199692
9dc46f318397655dea2844d0fd08e2ab	166816
73effd46557538d5fa5561eee3ffc59c	149958
835a0f00bf1f2c5420f77cabc26e254c	144560
Other values (147697)	4054088

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	159105984
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50 ?
Unique (%)	< 0.1%

Sample

1st row	f34d5f2d4577ed6d9ceec516c1f5a744
2nd row	f34d5f2d4577ed6d9ceec516c1f5a744
3rd row	f34d5f2d4577ed6d9ceec516c1f5a744
4th row	08121d2e08520cab5e5c4384900e0af4
5th row	08121d2e08520cab5e5c4384900e0af4

Common Values

Value	Count	Frequency (%)
431cb9bbc479c64cb0d873043f4de547	256948	4.7%
dae02f32a21e03ce65412f6e56942daa	199692	3.7%
9dc46f318397655dea2844d0fd08e2ab	166816	3.1%
73effd46557538d5fa5561eee3ffc59c	149958	2.8%
835a0f00bf1f2c5420f77cabc26e254c	144560	2.7%
359d89624a26d1e756c3e9d6782d6eb0	102786	1.9%
f34d5f2d4577ed6d9ceec516c1f5a744	92117	1.7%
d66b543d0999c7628a55690ef9b1c96e	85956	1.6%
3a2003ea545fe942681da9e7683ebb58	81866	1.5%
ff0dfa05658a149b7b21130a1a8daedb	72611	1.3%
Other values (147692)	3618752	66.5%
(Missing)	469426	8.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
431cb9bbc479c64cb0d873043f4de547	256948	5.2%
dae02f32a21e03ce65412f6e56942daa	199692	4.0%
9dc46f318397655dea2844d0fd08e2ab	166816	3.4%
73effd46557538d5fa5561eee3ffc59c	149958	3.0%
835a0f00bf1f2c5420f77cabc26e254c	144560	2.9%
359d89624a26d1e756c3e9d6782d6eb0	102786	2.1%
f34d5f2d4577ed6d9ceec516c1f5a744	92117	1.9%
d66b543d0999c7628a55690ef9b1c96e	85956	1.7%
3a2003ea545fe942681da9e7683ebb58	81866	1.6%
ff0dfa05658a149b7b21130a1a8daedb	72611	1.5%
Other values (147692)	3618752	72.8%

Most occurring characters

Value	Count	Frequency (%)
5	11088010	7.0%
4	10863738	6.8%
e	10784140	6.8%
6	10565653	6.6%
c	10437834	6.6%
3	10225295	6.4%
f	10107712	6.4%
2	9963985	6.3%
d	9937351	6.2%
9	9764846	6.1%
Other values (6)	55367420	34.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	99355201	62.4%
Lowercase Letter	59750783	37.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	11088010	11.2%
4	10863738	10.9%
6	10565653	10.6%
3	10225295	10.3%
2	9963985	10.0%
9	9764846	9.8%
7	9348658	9.4%
8	9345626	9.4%
0	9344467	9.4%
1	8844923	8.9%

Lowercase Letter

Value	Count	Frequency (%)
e	10784140	18.0%
c	10437834	17.5%
f	10107712	16.9%
d	9937351	16.6%
a	9342758	15.6%
b	9140988	15.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	99355201	62.4%
Latin	59750783	37.6%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	11088010	11.2%
4	10863738	10.9%
6	10565653	10.6%
3	10225295	10.3%
2	9963985	10.0%
9	9764846	9.8%
7	9348658	9.4%
8	9345626	9.4%
0	9344467	9.4%
1	8844923	8.9%

Latin

Value	Count	Frequency (%)
e	10784140	18.0%
c	10437834	17.5%
f	10107712	16.9%
d	9937351	16.6%
a	9342758	15.6%
b	9140988	15.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	159105984	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	11088010	7.0%
4	10863738	6.8%
e	10784140	6.8%
6	10565653	6.6%
c	10437834	6.6%
3	10225295	6.4%
f	10107712	6.4%
2	9963985	6.3%
d	9937351	6.2%
9	9764846	6.1%
Other values (6)	55367420	34.8%

sec_chi2
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
SKEWED

Distinct	1340053
Distinct (%)	24.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4377733.923

Minimum	-1
Maximum	4.067239526 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	685254
Negative (%)	12.6%
Memory size	41.5 MiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	52817
median	135017.84
Q3	916500.63
95-th percentile	8820111.6
Maximum	4.067239526 × 10¹⁰
Range	4.067239526 × 10¹⁰
Interquartile range (IQR)	863683.63

Descriptive statistics

Standard deviation	74580140.73
Coefficient of variation (CV)	17.03624342
Kurtosis	44535.73396
Mean	4377733.923
Median Absolute Deviation (MAD)	135018.84
Skewness	132.3276782
Sum	2.382138661 × 10¹³
Variance	5.562197391 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1	685254	12.6%
1044480	51800	1.0%
128522	48943	0.9%
125001	45249	0.8%
128015	37733	0.7%
130560	35121	0.6%
130049	30540	0.6%
512492.88	24313	0.4%
125003	22858	0.4%
917905.19	22284	0.4%
Other values (1340043)	4437393	81.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1	685254	12.6%
0.02	1	< 0.1%
10	1	< 0.1%
11	1	< 0.1%
50.94	2	< 0.1%
51	1	< 0.1%
55	1	< 0.1%
57.2	3	< 0.1%
59.67	1	< 0.1%
63.88	1	< 0.1%

Value	Count	Frequency (%)
4.067239526 × 10¹⁰	1	< 0.1%
3.94446848 × 10¹⁰	1	< 0.1%
3.362373632 × 10¹⁰	1	< 0.1%
1.761037517 × 10¹⁰	1	< 0.1%
1.702766285 × 10¹⁰	1	< 0.1%
1.616584192 × 10¹⁰	1	< 0.1%
1.484128256 × 10¹⁰	1	< 0.1%
1.2630528 × 10¹⁰	1	< 0.1%
1.219493683 × 10¹⁰	1	< 0.1%
1.090076058 × 10¹⁰	1	< 0.1%

sec_entropy
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	801
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.749246043

Minimum	0
Maximum	8
Zeros	819427
Zeros (%)	15.1%
Negative	0
Negative (%)	0.0%
Memory size	41.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1.02
median	4.28
Q3	5.87
95-th percentile	7.58
Maximum	8
Range	8
Interquartile range (IQR)	4.85

Descriptive statistics

Standard deviation	2.531273833
Coefficient of variation (CV)	0.6751420963
Kurtosis	-1.225028874
Mean	3.749246043
Median Absolute Deviation (MAD)	1.94
Skewness	-0.2448234118
Sum	20401477.35
Variance	6.407347217
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	819427	15.1%
0.2	78902	1.5%
0.08	52866	1.0%
8	51069	0.9%
5.65	43476	0.8%
0.1	43338	0.8%
6.62	37436	0.7%
0.02	32960	0.6%
6.42	29902	0.5%
2.6	29037	0.5%
Other values (791)	4223075	77.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	819427	15.1%
0.01	6799	0.1%
0.02	32960	0.6%
0.03	1616	< 0.1%
0.04	2220	< 0.1%
0.05	2044	< 0.1%
0.06	10552	0.2%
0.07	2458	< 0.1%
0.08	52866	1.0%
0.09	1206	< 0.1%

Value	Count	Frequency (%)
8	51069	0.9%
7.99	22004	0.4%
7.98	15229	0.3%
7.97	10902	0.2%
7.96	7676	0.1%
7.95	11293	0.2%
7.94	7212	0.1%
7.93	9126	0.2%
7.92	5413	0.1%
7.91	21187	0.4%

sec_md5
Categorical

HIGH CARDINALITY

Distinct	1611716
Distinct (%)	29.6%
Missing	0
Missing (%)	0.0%
Memory size	41.5 MiB

d41d8cd98f00b204e9800998ecf8427e	685254
620f0b67a91f7f74151bc5be745b7110	51788
bf619eac0cdf3f68d496ea9344137e8b	35014
1f354d76203061bfdd5a53dae48d5435	25436
89ce79b3a1e62aeb2ea80a5018651a44	24239
Other values (1611711)	4619757

Length

Max length	32
Median length	32
Mean length	32
Min length	32

Characters and Unicode

Total characters	174127616
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1318410 ?
Unique (%)	24.2%

Sample

1st row	96d952c4260892639b9ca8ec50185446
2nd row	95238f87f0624c55c30bfe3af3861167
3rd row	7592e45bb73001ecdcec6e157063dfb7
4th row	9db1dfcdcdff708f96b0aa401c287f5c
5th row	0a8e2d5022e80b1b7cd8d523fcbe5c8b

Common Values

Value	Count	Frequency (%)
d41d8cd98f00b204e9800998ecf8427e	685254	12.6%
620f0b67a91f7f74151bc5be745b7110	51788	1.0%
bf619eac0cdf3f68d496ea9344137e8b	35014	0.6%
1f354d76203061bfdd5a53dae48d5435	25436	0.5%
89ce79b3a1e62aeb2ea80a5018651a44	24239	0.4%
7e016ed8299b52ab729134bb6f3806a0	22210	0.4%
760079e225862788803e3a1d9dfc36bb	20852	0.4%
353210bc3dfdfeef53549dd6ae74edf2	20852	0.4%
1d7f1632a90ccd89571fb8adcbe26829	20852	0.4%
874e310a66a2ab59cfc5389b39f0503d	20852	0.4%
Other values (1611706)	4514139	83.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
d41d8cd98f00b204e9800998ecf8427e	685254	12.6%
620f0b67a91f7f74151bc5be745b7110	51788	1.0%
bf619eac0cdf3f68d496ea9344137e8b	35014	0.6%
1f354d76203061bfdd5a53dae48d5435	25436	0.5%
89ce79b3a1e62aeb2ea80a5018651a44	24239	0.4%
7e016ed8299b52ab729134bb6f3806a0	22210	0.4%
760079e225862788803e3a1d9dfc36bb	20852	0.4%
353210bc3dfdfeef53549dd6ae74edf2	20852	0.4%
1d7f1632a90ccd89571fb8adcbe26829	20852	0.4%
874e310a66a2ab59cfc5389b39f0503d	20852	0.4%
Other values (1611706)	4514139	83.0%

Most occurring characters

Value	Count	Frequency (%)
8	13002484	7.5%
0	12862497	7.4%
9	12369450	7.1%
4	11799567	6.8%
e	11725826	6.7%
d	11516179	6.6%
f	11043508	6.3%
c	10702576	6.1%
2	10675356	6.1%
b	10310459	5.9%
Other values (6)	58119714	33.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	109102071	62.7%
Lowercase Letter	65025545	37.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
8	13002484	11.9%
0	12862497	11.8%
9	12369450	11.3%
4	11799567	10.8%
2	10675356	9.8%
7	10173094	9.3%
1	10086116	9.2%
3	9539242	8.7%
6	9329693	8.6%
5	9264572	8.5%

Lowercase Letter

Value	Count	Frequency (%)
e	11725826	18.0%
d	11516179	17.7%
f	11043508	17.0%
c	10702576	16.5%
b	10310459	15.9%
a	9726997	15.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	109102071	62.7%
Latin	65025545	37.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
8	13002484	11.9%
0	12862497	11.8%
9	12369450	11.3%
4	11799567	10.8%
2	10675356	9.8%
7	10173094	9.3%
1	10086116	9.2%
3	9539242	8.7%
6	9329693	8.6%
5	9264572	8.5%

Latin

Value	Count	Frequency (%)
e	11725826	18.0%
d	11516179	17.7%
f	11043508	17.0%
c	10702576	16.5%
b	10310459	15.9%
a	9726997	15.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	174127616	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
8	13002484	7.5%
0	12862497	7.4%
9	12369450	7.1%
4	11799567	6.8%
e	11725826	6.7%
d	11516179	6.6%
f	11043508	6.3%
c	10702576	6.1%
2	10675356	6.1%
b	10310459	5.9%
Other values (6)	58119714	33.4%

raw_size
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED
ZEROS

Distinct	30960
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	290402.7543

Minimum	0
Maximum	4278276096
Zeros	564952
Zeros (%)	10.4%
Negative	0
Negative (%)	0.0%
Memory size	41.5 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	512
median	4096
Q3	41984
95-th percentile	774144
Maximum	4278276096
Range	4278276096
Interquartile range (IQR)	41472

Descriptive statistics

Standard deviation	4527451.355
Coefficient of variation (CV)	15.59024936
Kurtosis	174523.3689
Mean	290402.7543
Median Absolute Deviation (MAD)	4096
Skewness	267.9088872
Sum	1.580223103 × 10¹²
Variance	2.049781577 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
512	815884	15.0%
0	564952	10.4%
4096	400200	7.4%
1024	272852	5.0%
2048	197407	3.6%
1536	193109	3.5%
12288	129455	2.4%
2560	124933	2.3%
20480	79401	1.5%
8192	76177	1.4%
Other values (30950)	2587118	47.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	564952	10.4%
1	6	< 0.1%
2	5	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
5	15	< 0.1%
6	2	< 0.1%
7	12	< 0.1%
8	26	< 0.1%
9	5	< 0.1%

Value	Count	Frequency (%)
4278276096	1	< 0.1%
1954047348	1	< 0.1%
1701080931	1	< 0.1%
1342177280	1	< 0.1%
1160249886	16	< 0.1%
1148837888	1	< 0.1%
988295168	1	< 0.1%
713999360	1	< 0.1%
713833984	1	< 0.1%
713819648	1	< 0.1%

virtual_size
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
SKEWED

Distinct	317463
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	373683.8882

Minimum	0
Maximum	4294961872
Zeros	1500
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	41.5 MiB

Quantile statistics

Minimum	0
5-th percentile	16
Q1	1536
median	8340
Q3	61440
95-th percentile	1015450
Maximum	4294961872
Range	4294961872
Interquartile range (IQR)	59904

Descriptive statistics

Standard deviation	6187310.983
Coefficient of variation (CV)	16.55760705
Kurtosis	138793.1926
Mean	373683.8882
Median Absolute Deviation (MAD)	8268
Skewness	249.1878453
Sum	2.033396393 × 10¹²
Variance	3.82828172 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4096	151829	2.8%
12	118300	2.2%
24	108873	2.0%
8	90456	1.7%
1540	75690	1.4%
512	55300	1.0%
9328	54025	1.0%
8340	50697	0.9%
55504	50550	0.9%
180274	50540	0.9%
Other values (317453)	4635228	85.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1500	< 0.1%
1	3010	0.1%
2	7369	0.1%
3	595	< 0.1%
4	12066	0.2%
5	311	< 0.1%
6	55	< 0.1%
7	22	< 0.1%
8	90456	1.7%
9	26716	0.5%

Value	Count	Frequency (%)
4294961872	1	< 0.1%
4294944573	1	< 0.1%
4278218752	1	< 0.1%
2172190184	1	< 0.1%
1950589204	1	< 0.1%
1751515136	1	< 0.1%
1711271132	1	< 0.1%
1399767480	1	< 0.1%
1148837888	1	< 0.1%
1073781856	1	< 0.1%

virtual_address
Real number (ℝ_≥0)

SKEWED

Distinct	24392
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1257902.083

Minimum	0
Maximum	4278538240
Zeros	82
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	41.5 MiB

Quantile statistics

Minimum	0
5-th percentile	4096
Q1	20480
median	86016
Q3	405504
95-th percentile	3473408
Maximum	4278538240
Range	4278538240
Interquartile range (IQR)	385024

Descriptive statistics

Standard deviation	10416917.35
Coefficient of variation (CV)	8.281183007
Kurtosis	11702.13327
Mean	1257902.083
Median Absolute Deviation (MAD)	81920
Skewness	62.57661845
Sum	6.844859089 × 10¹²
Variance	1.085121671 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4096	914591	16.8%
8192	162574	3.0%
32768	126245	2.3%
24576	121582	2.2%
49152	121087	2.2%
36864	120823	2.2%
40960	118109	2.2%
16384	117416	2.2%
20480	116339	2.1%
45056	114657	2.1%
Other values (24382)	3408065	62.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	82	< 0.1%
16	1	< 0.1%
288	1	< 0.1%
392	86	< 0.1%
416	4	< 0.1%
432	1	< 0.1%
448	21	< 0.1%
480	3	< 0.1%
512	77	< 0.1%
528	2	< 0.1%

Value	Count	Frequency (%)
4278538240	1	< 0.1%
3555282944	1	< 0.1%
2884145152	1	< 0.1%
1953640448	1	< 0.1%
1953488896	1	< 0.1%
1953419264	1	< 0.1%
1712082944	1	< 0.1%
1712037888	1	< 0.1%
1400750080	1	< 0.1%
1075634176	1	< 0.1%

sec_name
Categorical

HIGH CARDINALITY

Distinct	19779
Distinct (%)	0.4%
Missing	28719
Missing (%)	0.5%
Memory size	41.5 MiB

.rsrc	893409
.text	798340
.rdata	691743
.data	678988
.reloc	594267
Other values (19774)	1756022

Length

Max length	8
Median length	7
Mean length	5.251314992
Min length	1

Characters and Unicode

Total characters	28424155
Distinct characters	94
Distinct categories	11 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13358 ?
Unique (%)	0.2%

Sample

1st row	.text
2nd row	.rsrc
3rd row	.reloc
4th row	.text
5th row	.rdata

Common Values

Value	Count	Frequency (%)
.rsrc	893409	16.4%
.text	798340	14.7%
.rdata	691743	12.7%
.data	678988	12.5%
.reloc	594267	10.9%
.idata	210899	3.9%
.tls	169106	3.1%
.pdata	168938	3.1%
.bss	92047	1.7%
CODE	83159	1.5%
Other values (19769)	1031873	19.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
rsrc	893459	16.5%
text	799350	14.8%
data	762219	14.1%
rdata	707954	13.1%
reloc	594277	11.0%
idata	211452	3.9%
bss	174144	3.2%
tls	169125	3.1%
pdata	168947	3.1%
code	90382	1.7%
Other values (19110)	841460	15.5%

Most occurring characters

Value	Count	Frequency (%)
.	4784717	16.8%
a	3803333	13.4%
t	3772939	13.3%
r	3162062	11.1%
d	1981968	7.0%
c	1574420	5.5%
e	1522461	5.4%
s	1397860	4.9%
l	901280	3.2%
x	856865	3.0%
Other values (84)	4666250	16.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	20904170	73.5%
Other Punctuation	4869776	17.1%
Uppercase Letter	2161006	7.6%
Decimal Number	451566	1.6%
Connector Punctuation	28300	0.1%
Modifier Symbol	5738	< 0.1%
Math Symbol	1206	< 0.1%
Dash Punctuation	1127	< 0.1%
Open Punctuation	545	< 0.1%
Close Punctuation	529	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	3803333	18.2%
t	3772939	18.0%
r	3162062	15.1%
d	1981968	9.5%
c	1574420	7.5%
e	1522461	7.3%
s	1397860	6.7%
l	901280	4.3%
x	856865	4.1%
o	710803	3.4%
Other values (16)	1220179	5.8%

Uppercase Letter

Value	Count	Frequency (%)
S	246247	11.4%
A	230427	10.7%
P	229476	10.6%
U	216276	10.0%
D	213420	9.9%
X	193964	9.0%
T	144128	6.7%
E	131461	6.1%
C	123528	5.7%
B	104762	4.8%
Other values (16)	327317	15.1%

Other Punctuation

Value	Count	Frequency (%)
.	4784717	98.3%
/	56578	1.2%
#	16015	0.3%
\	9596	0.2%
:	491	< 0.1%
?	466	< 0.1%
@	389	< 0.1%
!	339	< 0.1%
*	208	< 0.1%
;	192	< 0.1%
Other values (5)	785	< 0.1%

Decimal Number

Value	Count	Frequency (%)
0	180722	40.0%
1	154751	34.3%
2	32214	7.1%
4	25547	5.7%
5	12774	2.8%
7	12388	2.7%
9	11827	2.6%
3	8954	2.0%
8	7218	1.6%
6	5171	1.1%

Math Symbol

Value	Count	Frequency (%)
=	368	30.5%
\|	234	19.4%
+	190	15.8%
>	184	15.3%
<	160	13.3%
~	70	5.8%

Close Punctuation

Value	Count	Frequency (%)
]	291	55.0%
}	132	25.0%
)	106	20.0%

Open Punctuation

Value	Count	Frequency (%)
{	273	50.1%
[	157	28.8%
(	115	21.1%

Modifier Symbol

Value	Count	Frequency (%)
^	5570	97.1%
`	168	2.9%

Connector Punctuation

Value	Count	Frequency (%)
_	28300	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1127	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	192	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23065176	81.1%
Common	5358979	18.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	3803333	16.5%
t	3772939	16.4%
r	3162062	13.7%
d	1981968	8.6%
c	1574420	6.8%
e	1522461	6.6%
s	1397860	6.1%
l	901280	3.9%
x	856865	3.7%
o	710803	3.1%
Other values (42)	3381185	14.7%

Common

Value	Count	Frequency (%)
.	4784717	89.3%
0	180722	3.4%
1	154751	2.9%
/	56578	1.1%
2	32214	0.6%
_	28300	0.5%
4	25547	0.5%
#	16015	0.3%
5	12774	0.2%
7	12388	0.2%
Other values (32)	54973	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28424155	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	4784717	16.8%
a	3803333	13.4%
t	3772939	13.3%
r	3162062	11.1%
d	1981968	7.0%
c	1574420	5.5%
e	1522461	5.4%
s	1397860	4.9%
l	901280	3.2%
x	856865	3.0%
Other values (84)	4666250	16.4%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	Unnamed: 0	filename	win_count	sha256	imp_hash	sec_chi2	sec_entropy	sec_md5	raw_size	virtual_size	virtual_address	sec_name
0	0	2022042404/2022042404_42	1	6db890d533348b90363936295036e0e1063172632d1e5004919d6cf4c43383ea	f34d5f2d4577ed6d9ceec516c1f5a744	1620180.75	5.55	96d952c4260892639b9ca8ec50185446	68608	68244	8192	.text
1	1	2022042404/2022042404_42	1	6db890d533348b90363936295036e0e1063172632d1e5004919d6cf4c43383ea	f34d5f2d4577ed6d9ceec516c1f5a744	92516.00	3.18	95238f87f0624c55c30bfe3af3861167	1024	1016	81920	.rsrc
2	2	2022042404/2022042404_42	1	6db890d533348b90363936295036e0e1063172632d1e5004919d6cf4c43383ea	f34d5f2d4577ed6d9ceec516c1f5a744	128015.00	0.10	7592e45bb73001ecdcec6e157063dfb7	512	12	90112	.reloc
3	3	2022042404/2022042404_42	2	ccd698a9d99763afd58a04cbd9b6d01612d6e8b15caf64b6034d31ce2920ca9e	08121d2e08520cab5e5c4384900e0af4	5598081.00	6.61	9db1dfcdcdff708f96b0aa401c287f5c	1046016	1045970	4096	.text
4	4	2022042404/2022042404_42	2	ccd698a9d99763afd58a04cbd9b6d01612d6e8b15caf64b6034d31ce2920ca9e	08121d2e08520cab5e5c4384900e0af4	16481124.00	4.42	0a8e2d5022e80b1b7cd8d523fcbe5c8b	256000	255578	1052672	.rdata
5	5	2022042404/2022042404_42	2	ccd698a9d99763afd58a04cbd9b6d01612d6e8b15caf64b6034d31ce2920ca9e	08121d2e08520cab5e5c4384900e0af4	907516.44	4.34	3cd351664389d308a82e9b28fab93376	13312	40392	1310720	.data
6	6	2022042404/2022042404_42	2	ccd698a9d99763afd58a04cbd9b6d01612d6e8b15caf64b6034d31ce2920ca9e	08121d2e08520cab5e5c4384900e0af4	5571472.50	5.84	eacdcbbb43900e1a6ed94beae9dba1c8	245248	244804	1351680	.rsrc
7	7	2022042404/2022042404_42	2	ccd698a9d99763afd58a04cbd9b6d01612d6e8b15caf64b6034d31ce2920ca9e	08121d2e08520cab5e5c4384900e0af4	3200556.50	5.24	4ee8054f0d3d7d70df4dd4f06815c053	99328	98894	1597440	.reloc
8	8	2022042404/2022042404_42	3	6a4ffa7ffb47768fe7c8af5b9b4ea12d5bae52bd2f71019ce8a30f603d0c914c	0c57d0c2e73797f4b6ac8c85bc087fa7	7798533.00	6.33	d9c7cc4d3aabb1f0dbb967ff871b7b5c	1092608	1092364	4096	.text
9	9	2022042404/2022042404_42	3	6a4ffa7ffb47768fe7c8af5b9b4ea12d5bae52bd2f71019ce8a30f603d0c914c	0c57d0c2e73797f4b6ac8c85bc087fa7	9199987.00	5.65	89c5d4e2dbe1da73a8e707b0a073946c	322560	322508	1097728	.rdata

Last rows

	Unnamed: 0	filename	win_count	sha256	imp_hash	sec_chi2	sec_entropy	sec_md5	raw_size	virtual_size	virtual_address	sec_name
5441478	5441478	2022042606/2022042606_7	654976	d1e820ebd2a447730e3a0b9fc7f879ec03452ef7ee9b8c061848858d1954de94	f34d5f2d4577ed6d9ceec516c1f5a744	13061.55	7.99	86a5809e22e33c46ea7b8fa07920fd38	1421312	1421092	8192	.text
5441479	5441479	2022042606/2022042606_7	654976	d1e820ebd2a447730e3a0b9fc7f879ec03452ef7ee9b8c061848858d1954de94	f34d5f2d4577ed6d9ceec516c1f5a744	82026.83	4.02	6ed4b01d54c16a1b818758d7904bd658	1536	1422	1433600	.rsrc
5441480	5441480	2022042606/2022042606_7	654976	d1e820ebd2a447730e3a0b9fc7f879ec03452ef7ee9b8c061848858d1954de94	f34d5f2d4577ed6d9ceec516c1f5a744	128015.00	0.10	f896439e2645c447f6af5850ea388d96	512	12	1441792	.reloc
5441481	5441481	2022042606/2022042606_7	654977	91a8152336629d958079fe167ef34214a8ee1c4053133ee040d5ec1a7951457e	e4484cbb4aaf3e3795884c4db70093c4	1159735.63	6.76	b61aacfe7d30983d2c6bcc96da951ce1	259072	258691	4096	.text
5441482	5441482	2022042606/2022042606_7	654977	91a8152336629d958079fe167ef34214a8ee1c4053133ee040d5ec1a7951457e	e4484cbb4aaf3e3795884c4db70093c4	38386.26	4.62	a08950861fd8c953813518c94999cff4	1536	1224	266240	.text1
5441483	5441483	2022042606/2022042606_7	654977	91a8152336629d958079fe167ef34214a8ee1c4053133ee040d5ec1a7951457e	e4484cbb4aaf3e3795884c4db70093c4	1436322.25	6.36	bebe93d763f456646d6571671a3ce6ad	79872	79548	270336	.rdata
5441484	5441484	2022042606/2022042606_7	654977	91a8152336629d958079fe167ef34214a8ee1c4053133ee040d5ec1a7951457e	e4484cbb4aaf3e3795884c4db70093c4	984899.25	3.41	c5696133b81c951c807d1ba3288574ab	9728	18504	352256	.data
5441485	5441485	2022042606/2022042606_7	654977	91a8152336629d958079fe167ef34214a8ee1c4053133ee040d5ec1a7951457e	e4484cbb4aaf3e3795884c4db70093c4	198750.75	2.80	a817516ee30ad025f98d6524e8f2670c	2048	1700	372736	.data1
5441486	5441486	2022042606/2022042606_7	654977	91a8152336629d958079fe167ef34214a8ee1c4053133ee040d5ec1a7951457e	e4484cbb4aaf3e3795884c4db70093c4	76550.98	5.85	962e116ec88fec69f474bbd175e02d42	9728	9304	376832	.trace
5441487	5441487	2022042606/2022042606_7	654977	91a8152336629d958079fe167ef34214a8ee1c4053133ee040d5ec1a7951457e	e4484cbb4aaf3e3795884c4db70093c4	243924.63	3.59	ba850557e059c68972183354def82c04	3072	2900	389120	.rsrc

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Connector Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Lowercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Close Punctuation

Open Punctuation

Modifier Symbol

Connector Punctuation

Dash Punctuation

Currency Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block